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Data Analysis Courses for Beginners

Beginner data analysis courses can help you learn data collection techniques, basic statistical concepts, data visualization, and interpretation of results. You can build skills in using spreadsheets for data manipulation, creating charts for visual representation, and applying descriptive statistics to summarize findings. Many courses introduce tools like Excel, Google Sheets, and data visualization software such as Tableau, showing you how to effectively analyze and present data to support decision-making.

Popular Beginner Data Analysis Courses and Certifications


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    Coursera

    Partition & Monitor AI Models Effectively

    Skills you'll gain: MLOps (Machine Learning Operations), Model Training, Data Integrity, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Probability & Statistics

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Optimize Spark Performance: Analyze & Accelerate

    Skills you'll gain: Apache Spark, Performance Tuning, Data Persistence, Data Pipelines, Systems Analysis

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Disease Clusters

    Skills you'll gain: Epidemiology, Community Health, Public Health and Disease Prevention, Biostatistics, Public Health, Community Outreach, Health Assessment, Environmental Monitoring, Investigation, Environmental Science, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
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    318 reviews

    Beginner · Course · 1 - 3 Months

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    University of Michigan

    Environmental Health: the Foundation of Global Public Health

    Skills you'll gain: Occupational Health, Environment Health And Safety, Occupational Hygiene, Public Health, Environmental Laws, Environmental Regulations, Environmental Policy, Systems Thinking, Occupational Safety and Health Administration (OSHA), Environmental Science, Public Health and Disease Prevention, Injury Prevention, Environmental Issue, Health Policy, Risk Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    127 reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Neural Models and Machine Translation

    Skills you'll gain: Large Language Modeling, Natural Language Processing, Fine-tuning, Model Evaluation, Recurrent Neural Networks (RNNs), Transfer Learning, PyTorch (Machine Learning Library), Model Training, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Generative Model Architectures, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Tecnológico de Monterrey

    Principios de Psicología

    Skills you'll gain: Psychology, Sensory Systems Analysis, Human Learning, Learning Theory, Human Development, Scientific Methods, Sociology, Social Sciences, Science and Research, Research Methodologies

    4.7
    Rating, 4.7 out of 5 stars
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    250 reviews

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Build AI Agents using MCP

    Skills you'll gain: AI Security, AI Integrations, Agentic Workflows, Responsible AI, Authorization (Computing), JSON, Agentic systems, Context Management, Requirements Elicitation

    4.7
    Rating, 4.7 out of 5 stars
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    44 reviews

    Intermediate · Course · 1 - 4 Weeks

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    The University of Notre Dame

    Ethics of Communication

    Skills you'll gain: Active Listening, Conflict Management, Communication Strategies, Business Communication, Corporate Communications, Business Ethics, Interpersonal Communications, Crisis Management, Strategic Communication, Communication, Ethical Standards And Conduct, Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    78 reviews

    Mixed · Course · 1 - 4 Weeks

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    IBM

    Vector Databases: An Introduction with Chroma DB

    Skills you'll gain: Vector Databases, Embeddings, Database Management Systems, Database Theory, Generative AI, Operational Databases, Databases, Database Systems, LLM Application, AI Personalization, NoSQL, Database Management, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
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    52 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Design & Optimize SQL Database Schemas

    Skills you'll gain: Database Design, Database Development, Query Languages, SQL, Database Architecture and Administration, Data Modeling, Database Management

    Advanced · Course · 1 - 4 Weeks

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    IBM

    Introduction to the Threat Intelligence Lifecycle

    Skills you'll gain: Cyber Threat Intelligence, Threat Management, Threat Detection, Cybersecurity, Data Preprocessing, Data Validation, Data Quality, Technical Communication, Automation, Requirements Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    34 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Marketing Specialist

    Skills you'll gain: A/B Testing, Content Performance Analysis, Content Scheduling, Marketing Analytics, Business Intelligence, Performance marketing, Key Performance Indicators (KPIs), Campaign Management, Brand Marketing, Social Media Management, Customer Relationship Management (CRM) Software, Digital Marketing, Marketing Automation, Content Optimization, Email Marketing, Value Propositions, Data-Driven Marketing, Web Analytics, Brand Management, Content Strategy

    Beginner · Professional Certificate · 3 - 6 Months

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In summary, here are 10 of our most popular data analysis courses

  • Partition & Monitor AI Models Effectively: Coursera
  • Optimize Spark Performance: Analyze & Accelerate: Coursera
  • Disease Clusters: Johns Hopkins University
  • Environmental Health: the Foundation of Global Public Health: University of Michigan
  • Neural Models and Machine Translation: Edureka
  • Principios de Psicología: Tecnológico de Monterrey
  • Build AI Agents using MCP: IBM
  • Ethics of Communication: The University of Notre Dame
  • Vector Databases: An Introduction with Chroma DB: IBM
  • Design & Optimize SQL Database Schemas: Coursera

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